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The Latest Data Engineering Topics

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Scoped Filtering: A Practical Bridge to RBAC
Need RBAC but can’t afford an architecture overhaul? Scoped filtering lets you enforce access control at the API level, making it easy to layer onto your existing system.
September 30, 2025
by Aditi Kanaujia
· 2,267 Views · 4 Likes
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The Secret to Fast-Tracking Legacy System Modernization With GenAI
Legacy modernization meets GenAI, as artificial intelligence transforms enterprise IT, unlocks innovation, and accelerates digital transformation.
September 30, 2025
by Nathan Smith
· 2,231 Views · 1 Like
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Master Advanced Error-Handling to Make PySpark Pipelines Production-Ready
PySpark jobs often fail because of bad data, network issues, or logic errors. Sometimes, after hours of processing. Learn how to make your Spark pipelines more reliable.
September 30, 2025
by Ram Ghadiyaram DZone Core CORE
· 5,207 Views · 6 Likes
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AI Risks in Product
We explore why product professionals risk sleepwalking into strategic irrelevance by over-trusting AI, relying on flawed metrics, and losing direct customer insight.
September 30, 2025
by Stefan Wolpers DZone Core CORE
· 2,469 Views · 1 Like
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How to Integrate AI APIs Into Your Projects
AI APIs don’t have to be a nightmare, secure your keys, modularize calls, handle errors, and you’ll turn chaos into clean, scalable code.”
September 29, 2025
by Devesh Garg
· 2,994 Views · 1 Like
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A Guide to Using Browser Network Calls for Data Processing
This article will cover how I got the viral Dubai Chocolate Pistachio Shake using basic network calls and built a scalable cloud infrastructure for ML services.
September 29, 2025
by Rajesh Vakkalagadda
· 5,668 Views · 3 Likes
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Error Budgets 2.0 Agentic AI for SLO-Apprehensive Deployments
The article introduces error budgets 2.0, a new approach that uses agentic AI to make deployments SLO-aware and proactive rather than reactive.
September 29, 2025
by Sajal Nigam
· 2,040 Views · 1 Like
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*You* Can Shape Trend Reports: Join DZone's Database Systems Research
Help shape our next research! Share your experiences with database types, cloud migration, security and observability practices, real-time analytics, and more.
Updated September 29, 2025
by DZone Editorial
· 58,344 Views · 36 Likes
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Build a Face-Matching ID Scanner With ReactJS and AI
Create a ReactJS component to match webcam faces to ID photos using AI, all client-side. Great for fast prototyping of secure apps like banking or event check-ins.
September 29, 2025
by Rajiv Gadda
· 3,992 Views
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Better Data Beats Better Models: The Case for Data Quality in ML
A deep dive into the importance of data quality and strategies for improvement. We also analyze some real-world examples demonstrating the importance of data quality.
September 29, 2025
by Madhura Raut
· 1,987 Views · 3 Likes
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Federated Learning: Training Models Without Sharing Raw Data
Federated learning enables collaborative AI by training models where data lives, sharing only updates — not raw data — to ensure privacy, compliance, and trust.
September 26, 2025
by Saisuman Singamsetty
· 3,684 Views · 3 Likes
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Networking’s Open Source Era Is Just Getting Started
Open source is transforming networking from slow, standards-driven protocols into agile, programmable, Kubernetes-ready infrastructure.
September 26, 2025
by Nico Vibert
· 5,450 Views · 3 Likes
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LLM-First Vibe Coding
This article provides an overview of vibe coding and LLM-first development, exploring their impact on workflows, productivity, and software engineering.
September 26, 2025
by Nilesh Bhandarwar
· 3,692 Views · 3 Likes
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Why One-Week Sprints Make Vibe Coding Work Better
Learn how one-week sprints with vibe coding boost Agile success by enabling faster delivery, reducing AI errors, and improving collaboration across teams.
September 26, 2025
by Saravanan Muniraj
· 3,129 Views · 4 Likes
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Complex Data Tasks Are Now One-Liners With AI in Databricks SQL
In this guide, learn how to simplify data tasks with AI in Databricks SQL — summarize, translate, analyze sentiment, and mask PII with one-liner queries.
September 26, 2025
by Junaith Haja
· 3,685 Views · 2 Likes
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Implementing a Multi-Agent KYC System
Multi-agent KYC architectures use specialized AI agents to automate document verification, risk assessment, and compliance decisions with full audit trails.
September 26, 2025
by Narendhira Chandraseharan
· 2,395 Views · 3 Likes
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Building a Real-Time Data Mesh With Apache Iceberg and Flink
Build a real-time data mesh using Apache Iceberg for scalable, versioned table storage and Apache Flink for continuous stream processing across domains.
September 26, 2025
by Subrahmanyam Katta
· 2,925 Views · 2 Likes
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AI Transformation Déjà Vu
It's all about AI transformation déjà vu: This article provides a look into why today’s failures look uncannily like yesterday’s “Agile transformations.”
September 26, 2025
by Stefan Wolpers DZone Core CORE
· 2,504 Views · 5 Likes
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Implementing Vector Search in Databricks
Vector search eases the natural language queries by numerical representations that can correlate meanings beyond literal words.
September 25, 2025
by Junaith Haja
· 3,401 Views · 1 Like
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The GPT-5 Impact
The focus of this article is to talk about the fast pace of change in models and the consequent updates we need to make to our LLM-powered solution design.
September 25, 2025
by ganesh s
· 3,344 Views · 3 Likes
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